ds-failure-audit SKILL.md skillA
ds-failure-audit from space-dinosaurs/dinostack is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add space-dinosaurs/dinostack/ds-failure-audit@git:20261012.d49f283Pins git:20261012.d49f283 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- space-dinosaurs/dinostack
- Path
.openclaw/skills/ds-failure-audit/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261012.d49f283, committed Oct 12, 2026
- First version recorded
- Aug 13, 2026
- Size
- 17,402 bytes
- Repository stars
- 14
- License
- Apache-2.0
Purpose: Mines the operator's own session telemetry and categorizes failure modes per model/harness.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# /ds-failure-audit
> Run the Activation preflight from `METHODOLOGY.md` before proceeding. If inactive, no-op and exit.
<!--
Purpose: Mines the operator's own session telemetry and categorizes failure modes per model/harness
with quantified frequency. Conductor-invoked: orchestrates a single audit subagent that does
the failure-mode categorization; the command itself never attempts deterministic
categorization - a deterministic hook cannot reliably detect an LLM-semantic event.
Public API: /ds-failure-audit (conductor-invoked; no flags, no subcommands). Reads
.agentic/events.jsonl, .agentic/session-log/*.jsonl, ~/.agentic/session-log/*.jsonl, and
optionally .agentic/.enforcement-fires.jsonl; writes docs/planning/failure-audit-YYYY-MM-DD.md.
Upstream deps: content/references/events-log.md (event schemas); the operator's own telemetry files
(.agentic/events.jsonl, both session-log surfaces); hooks/subagent-stop-spawn-emit.js and
hooks/pre-tool-use-spawn-emit.js (hook-emitted spawn_start/spawn_complete variants);
…Read the whole file at its exact version.
How to install
mdr add space-dinosaurs/dinostack/ds-failure-audit@sha256:8c6ecafbe6291205The line at the top of this page pins the label git:20261012.d49f283, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_jz2rys5fyeb22x7j)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Aug 13, 2026 and Oct 12, 2026, about one every 15 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261012.d49f283 latest | 2026-10-12 | d49f283 | 17,402 B | A | view · diff |
| git:20260914.89e2ce1 | 2026-09-14 | 89e2ce1 | 17,436 B | A | view · diff |
| git:20260820.6604f46 | 2026-08-20 | 6604f46 | 17,265 B | A | view · diff |
| git:20260815.784bb56 | 2026-08-15 | 784bb56 | 16,058 B | A | view · diff |
| git:20260813.fd3ae2a | 2026-08-13 | fd3ae2a | 15,629 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (17402 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
space-dinosaurs/dinostack · 14 stars · license Apache-2.0 · pushed 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_jz2rys5fyeb22x7j GET https://markdownregistry.com/api/v1/resolve?ref=space-dinosaurs/dinostack/ds-failure-audit GET https://markdownregistry.com/api/v1/blob/8c6ecafbe62912050cd72b5b1728ba50742514e5f549edf53005df54ba20440f
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.